transportation research board conference proceedings 42 500 Fifth Street, NW Washington, DC 20001 www.TRB.org address service requested Innovations in Travel Demand Modeling Summary of a Conference volume 1: session summaries isbn 978-0-309-11342-7 TRANSPORTATION RESEARCH BOARD 2008 EXECUTIVE COMMITTEE* Chair: Debra L. Miller, Secretary, Kansas Department of Transportation, T opeka Vice Chair: Adib K. Kanafani, Cahill Professor of Civil Engineering, University of California, B erkeley Executive Director: Robert E. Skinner, Jr., Transportation Research B oard J. Barry Barker, Executive Director, Transit Authority of River City, Louisville, K entucky Allen D. Biehler, Secretary, Pennsylvania Department of Transportation, H arrisburg John D. Bowe, President, Americas Region, APL Limited, Oakland, C alifornia Larry L. Brown, Sr., Executive Director, Mississippi Department of Transportation, J ackson Deborah H. Butler, Executive Vice President, Planning, and CIO, Norfolk Southern Corporation, Norfolk, V irginia William A. V. Clark,Professor, Department of Geography, University of California, Los A ngeles David S. Ekern, Commissioner, Virginia Department of Transportation, R ichmond Nicholas J. Garber, Henry L. Kinnier Professor, Department of Civil Engineering, University of Virginia, C harlottesville Jeffrey W. Hamiel, Executive Director, Metropolitan Airports Commission, Minneapolis, M innesota Edward A. (Ned) Helme, President, Center for Clean Air Policy, Washington, D .C. Will Kempton, Director, California Department of Transportation, S acramento Susan Martinovich, Director, Nevada Department of Transportation, Carson C ity Michael D. Meyer, Professor, School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta (Past Chair, 2006) Michael R. Morris, Director of Transportation, North Central Texas Council of Governments, A rlington Neil J. Pedersen, Administrator, Maryland State Highway Administration, B altimore Pete K. Rahn, Director, Missouri Department of Transportation, Jefferson C ity Sandra Rosenbloom, Professor of Planning, University of Arizona, T ucson Tracy L. Rosser, Vice President, Corporate Traffic, W al- Mart Stores, Inc., Bentonville, A rkansas Rosa Clausell Rountree, Executive Director, Georgia State Road and Tollway Authority, A tlanta Henry G. (Gerry) Schwartz, Jr.,Chairman (retired), Jacobs/Sverdrup Civil, Inc., St. Louis, M issouri C. Michael Walton, Ernest H. Cockrell Centennial Chair in Engineering, University of Texas, Austin (Past Chair, 1991) Linda S. Watson, CEO, LYNX–Central Florida Regional Transportation Authority, Orlando(Past Chair, 2007) Steve Williams, Chairman and CEO, Maverick Transportation, Inc., Little Rock, A rkansas Thad Allen(Adm., U.S. Coast Guard), Commandant, U.S. Coast Guard, Washington, D.C. (ex officio) Joseph H. Boardman, Administrator, Federal Railroad Administration, U.S. Department of Transportation (ex officio) Rebecca M. Brewster, President and COO, American Transportation Research Institute, Smyrna, Georgia (ex officio) Paul R. Brubaker, Administrator, Research and Innovative Technology Administration, U.S. Department of Transportation (ex officio) George Bugliarello, President Emeritus and University Professor, Polytechnic Institute of New York University, Brooklyn; Foreign Secretary, National Academy of Engineering, Washington, D.C. (ex officio) Sean T. Connaughton, Administrator, Maritime Administration, U.S. Department of Transportation (ex officio) LeRoy Gishi, Chief, Division of Transportation, Bureau of Indian Affairs, U.S. Department of the Interior, Washington, D.C. (ex officio) Edward R. Hamberger, President and CEO, Association of American Railroads, Washington, D.C. (ex officio) John H. Hill, Administrator, Federal Motor Carrier Safety Administration, U.S. Department of Transportation (ex officio) John C. Horsley, Executive Director, American Association of State Highway and Transportation Officials, Washington, D.C. (ex officio) Carl T. Johnson, Administrator, Pipeline and Hazardous Materials Safety Administration, U.S. Department of Transportation, Washington, D.C. (ex officio) J. Edward Johnson, Director, Applied Science Directorate, National Aeronautics and Space Administration, John C. Stennis Space Center, Mississippi (ex officio) David Kelly, Acting Administrator, National Highway Traffic Safety Administration, U.S. Department of Transportation (ex officio) Thomas J. Madison, Jr., Administrator, Federal Highway Administration, U.S. Department of Transportation (ex officio) William W. Millar, President, American Public Transportation Association, Washington, D.C. (ex officio) (Past Chair, 1992) James S. Simpson, Administrator, Federal Transit Administration, U.S. Department of Transportation (ex officio) Robert A. Sturgell, Acting Administrator, Federal Aviation Administration, U.S. Department of Transportation (ex officio) Robert L. Van Antwerp(Lt. General, U.S. Army), Chief of Engineers and Commanding General, U.S. Army Corps of Engineers, Washington, D.C. (ex officio) * Membership as of October 2008. C O N F E R E N C E P R O C E E D I N G S 4 2 Innovations in Travel Demand Modeling Summary of a Conference VOLUME 1: SESSION SUMMARIES KATHERINE F. TURNBULL, Texas Transportation Institute Rapporteur May 21–23, 2006 Austin, Texas Sponsored by Transportation Research B oard Federal Highway Administration Federal Transit A dministration Capital Metropolitan Transportation A uthority Central Texas Regional Mobility A uthority HNTB Corporation PBS&J–Austin URS Corporation Washington, D.C. 2008 www.TRB.org Transportation Research Board Conference Proceedings 42, Volume 1 ISSN 1073-1 652 ISBN 978-0-309-11342-7 Subscriber Category IA planning and administration Transportation Research Board publications are available by ordering individual publications directly from the TRB Business Office, through the Internet at www.TRB.org or national-a cademies.org/trb, or by annual subscription through organizational or individual affiliation with TRB. Affiliates and library subscribers are eligible for substantial discounts. For further information, contact the Transportation Research Board Business Office, 500 Fifth Street, NW, Washington, DC 20001 (telephone 202-334-3213; fax 202-334- 2519; or e- mail [email protected]). Printed in the United States of America. NOTICE: The project that is the subject of this report was approved by the Governing Board of the National Research Council, whose members are drawn from the councils of the National Academy of Sciences, the National Academy of Engineering, and the Institute of Medicine. The members of the committee responsi- ble for the project were chosen for their special competencies and with regard for appropriate b alance. This report has been reviewed by a group other than the authors according to the procedures approved by a Report Review Committee consisting of members of the National Academy of Sciences, the National Academy of Engineering, and the Institute of Medicine. This project was sponsored by the Transportation Research Board, the Federal Highway Administration, the Federal Transit Administration, the Capital Metropolitan Transportation Authority, the Central Texas Regional Mobility Authority, HNTB C orporation, PBS&J–Austin, and URS Corporation. Committee on Innovations in Travel Demand Modeling: A Conference Chandra R. Bhat, University of Texas, Austin, Cochair Kenneth J. Cervenka, North Central Texas Council of Governments, Cochair Kay W. Axhausen, Institut für Verkehrsplanung und Transport Systeme, S witzerland Rick Donnelly, PB Consult, Inc. Julie K. P. Dunbar, Dunbar Transportation C onsulting Karen M. Faussett, Michigan Department of T ransportation Rachel Gossen, Oakland Metropolitan Transportation C ommission Konstadinos G. Goulias, University of California, Santa B arbara Susan L. Handy, University of California, D avis Hani S. Mahmassani, University of Maryland Ram M. Pendyala, University of South Florida Thomas F. Rossi, Cambridge Systematics, I nc. William J. Upton, Oregon Department of T ransportation Johanna P. Zmud, NuStats Partners, L P Liaisons Ronald T. Fisher, Federal Transit A dministration Elizabeth Sherry Riklin, U.S. Department of T ransportation Bruce D. Spear, Federal Highway Administration Rapporteur Katherine F. Turnbull, Texas Transportation I nstitute TRB Staff Kimberly M. Fisher, Associate Director, Technical Activities D ivision Freda R. Morgan, Senior Program Associate Bruce A. Millar, Meeting C oordinator Gregory W. Wheeler, Registration A ssistant TRB Publications O ffice Betsy Winship, E ditor Jennifer J. Weeks, Editorial Services S pecialist Mary McLaughlin, Proofreader Javy Awan, Production Editor Juanita Green, Production M anager Cover design by Beth Schlenoff, Beth Schlenoff Design. Typesetting by Carol Levie, G rammarians. The National Academy of Sciencesis a private, nonprofit, s elf- perpetuating society of distinguished scholars engaged in scientific and engineering research, dedicated to the furtherance of science and technology and to their use for the general welfare. On the authority of the charter granted to it by the Congress in 1863, the Academy has a mandate that requires it to advise the federal government on scientific and technical matters. Dr. Ralph J. Cicerone is president of the National Academy of Sciences. The National Academy of Engineering was established in 1964, under the charter of the National Academy of Sciences, as a parallel organization of outstanding engineers. It is autonomous in its administration and in the selection of its members, sharing with the National Academy of Sciences the responsibility for advising the federal government. The National Academy of Engineering also sponsors engineering programs aimed at meeting national needs, encourages education and research, and recognizes the superior achievements of engineers. Dr. Charles M. Vest is president of the National Academy of E ngineering. The Institute of Medicinewas established in 1970 by the National Academy of Sciences to secure the services of eminent members of appropriate professions in the examination of policy matters per- taining to the health of the public. The Institute acts under the responsibility given to the National Academy of Sciences by its congressional charter to be an adviser to the federal government and, on its own initiative, to identify issues of medical care, research, and education. Dr. Harvey V. Fineberg is president of the Institute of Medicine. The National Research Councilwas organized by the National Academy of Sciences in 1916 to asso- ciate the broad community of science and technology with the Academy’s purposes of furthering knowledge and advising the federal government. Functioning in accordance with general policies determined by the Academy, the Council has become the principal operating agency of both the National Academy of Sciences and the National Academy of Engineering in providing services to the government, the public, and the scientific and engineering communities. The Council is administered jointly by both the Academies and the Institute of Medicine. Dr. Ralph J. Cicerone and Dr. Charles M. Vest are chair and vice chair, respectively, of the National Research C ouncil. The Transportation Research Boardis one of six major divisions of the National Research Council. The mission of the Transportation Research Board is to provide leadership in transportation innova- tion and progress through research and information exchange, conducted within a setting that is objective, interdisciplinary, and multimodal. The Board’s varied activities annually engage about 7,000 engineers, scientists, and other transportation researchers and practitioners from the public and private sectors and academia, all of whom contribute their expertise in the public interest. The program is supported by state transportation departments, federal agencies including the component administrations of the U.S. Department of Transportation, and other organizations and individuals interested in the development of transportation. www.TRB.org www.national-academies.org Preface On May 21–23, 2006, the Transportation Research CONFERENCE PLANNING Board (TRB) convened the Innovations in Travel Demand Modeling Conference in Austin, Texas. To plan this conference, TRB assembled the Committee The conference was sponsored by the following agencies, on Innovations in Travel Demand Modeling: A Confer- organizations, and companies to provide an opportunity ence, appointed by the National Research Council. for a frank exchange of ideas and experiences among aca- Under the chairmanship of Chandra R. Bhat, University demics, model developers, and practitioners: TRB, the Fed- of Texas at Austin, and Kenneth J. Cervenka, North Cen- eral Highway Administration (FHWA), the Federal Transit tral Texas Council of Governments, the planning com- Administration (FTA), the Central Texas Regional Mobil- mittee identified three objectives for the conference. The ity Authority, the Capital Metropolitan Transportation first objective was to examine advances in travel demand Authority, PBS&J–Austin, URS Corporation, and HNTB modeling. The second objective was to facilitate the shar- Corporation. Approximately 220 individuals participated, ing of ideas and information among academics and prac- including individuals from across the transportation titioners on the opportunities and the challenges research c ommunity—a t national, state, regional, and local associated with the implementation of advanced travel levels and from the public and private sectors and models. The third objective was to identify additional academia. areas for research, education, and training to ensure that the travel demand modelers of today and tomorrow are adequately prepared to apply the new model techniques. BACKGROUND After identifying the three main objectives listed above, the committee issued a call for papers. The com- The last major specialty travel demand modeling con- mittee sought h igh- quality three- to f ive-p age white ference was held as part of the U.S. Department of papers addressing the themes of the interactive sessions. Transportation’s Travel Model Improvement Program The themes included the f ollowing: (TMIP) in the fall of 1996. At that time, there was little research and no practical application of land use models (cid:127) Data needs to support a ctivity-b ased and land use and activity-b ased travel demand models, or integration microsimulation m odels; of these models with demographic, economic, and net- (cid:127) Innovations in survey data collection to support work modes. Since then, there has been a literal revolu- travel demand forecasting; tion in travel demand forecasting. In particular, (cid:127) Population and household synthesis; significant advances have been realized over the past (cid:127) Validation and assessment of a ctivity-b ased travel decade in survey methods and analysis tools available to models; the travel demand modeling p rofession. (cid:127) Implementation of a ctivity-b ased models; v vi INNOVATIONS IN TRAVEL DEMAND MODELING, VOLUME 1 (cid:127) Emerging traffic microsimulation a pplications; Volume 2: Papers (cid:127) Innovations in traffic assignment and improve- ments of forecast s peeds; Volume 2 contains 31 individual authored papers from (cid:127) Institutional, monetary, staff, data, hardware, and the breakout sessions. training resources needed to move innovative ap - proaches to practice; a nd (cid:127) The role of models in decision making in the con- ACKNOWLEDGMENTS temporary decision-m aking context. This volume has been reviewed in draft form by indi- The final versions of these papers are reproduced in viduals chosen for their diverse perspectives and techni- Volume 2. cal expertise, in accordance with procedures approved by the National Research Council’s Report Review Committee. The purposes of this independent review CONFERENCE FORMAT are to provide candid and critical comments that will assist the institution in making its published report as The conference opened with two workshops: Innovations sound as possible and to ensure that the report meets in Practice and FTA Findings for Meaningful Forecasts. institutional standards for objectivity, evidence, and Two plenary sessions held at the beginning of the confer- responsiveness to the committee’s charge. The review ence framed the underlying policy issues that drive model comments and draft manuscript remain confidential to development and the issues associated with moving inno- protect the integrity of the deliberative p rocess. vative modeling techniques into practice. Following these TRB thanks the following individuals for their review plenary sessions, 11 breakout sessions were held. These of this report: Kenneth J. Cervenka, North Central breakout sessions were largely based on the papers, Texas Council of Governments, Arlington, Texas; although several non- paper-b ased presentations were Maren L. Outwater, Cambridge Systematics, Inc., Sam- included in areas where the committee felt that additional mamish, Washington; and Erik E. Sabina, Denver information was required to cover the topic. The break- Regional Council of Governments, Denver, C olorado. out sessions were designed to provoke lively discussion. A Although the reviewers listed above provided many final plenary session focused on the institutional issues to constructive comments and suggestions, they did not see be addressed in moving research into p ractice. the final draft of the report before its release. The review of the final draft of this report was overseen by C. Michael Walton, University of Texas at Austin. CONFERENCE PROCEEDINGS FORMAT Appointed by the National Research Council, he was responsible for making certain that an independent Volume 1: Session S ummaries examination of this report was carried out in accor- dance with institutional procedures and that all review This volume contains summaries of the plenary and comments were carefully c onsidered. breakout sessions. The workshops are not summarized The conference planning committee thanks the TRB because they were very informal training sessions. How- Transportation Demand Forecasting Committee, the ever, a background paper used in Workshop 1, Innova- Traveler Behavior and Values Committee, the Travel tions in Practice, has been included in Volume 2. The Survey Committee, and the Moving Activity-B ased conference summary was prepared by Katherine Turn- Modeling into Practice Task Force. The leadership and bull, Texas Transportation Institute. A list of all confer- members of these committees and task force were ence participants can be found at the end of this volume. important contributors to the c onference. Contents OVERVIEW OF THE POLICY I SSUES .....................................................................................1 Welcome....................................................................................................................................................1 Chandra Bhat Conference Participants and Agenda.........................................................................................................2 Ken Cervenka Travel Demand Modeling and Public Policy.............................................................................................2 Frank Koppelman State and Local Agency Perspectives on Policy Issues: One Size Does Not Fit All....................................4 Michael Morris Federal Demands on Travel Demand Models............................................................................................6 Edward Weiner MOVING INNOVATIVE MODELS INTO P RACTICE..........................................................................9 Travel Demand Forecasting Models: Raising Some Issues.........................................................................9 Martin W achs Modeling Needs......................................................................................................................................10 Keith Lawton Developing Detailed Projections of Impacts of Spatial Separation, Mitigation, Supply and Demand, Infrastructure, and Strategies in a Volatile Economic, Social, and Physical Environment.......................................................................................................................11 Edward Granzow Innovations in Modeling.........................................................................................................................12 Brian Gardner TOUR-B ASED MODELS.......................................................................................................................13 Design Features of A ctivity- Based Microsimulation Models for U.S. Metropolitan Planning Organizations...........................................................................................................................13 Mark Bradley and John Bowman New York Metropolitan Transportation Council T our-B ased Model Development................................14 Peter Vovsha and K uo-A nn Chiao The San Francisco Model in Practice: Validation, Testing, and Application............................................15 Maren Outwater and Billy C harlton Mid-O hio Regional Planning Commission T our-B ased Model Development..........................................17 Rebekah Anderson Application of a Microsimulation Model for User Benefit Calculation in Transit Projects.....................17 Peter Vovsha Application of the M id-O hio Regional Planning Commission Microsimulation Model: Review of the New Starts Program.........................................................................................................18 David Schmitt DATA AND SYNTHETIC POPULATIONS ..........................................................................................20 Processing the Denver Travel Survey to Support Tour-B ased Modeling: Methods, Data, and Lessons Learned......................................................................................................20 Erik Sabina, Gregory Erhardt, Thomas Rossi, and John Coil Validation of the Atlanta Regional Commission Population Synthesizer.................................................21 John Bowman and Guy R ousseau Microsimulation of S ingle-F amily Residential Land Use for Market Equilibriums..................................22 Bin Zhou and Kara Kockelman LAND USE FORECAST.........................................................................................................................24 The Case for Integrated Land Use–Transport Modeling.........................................................................24 J. Douglas H unt Challenges in Integrated Land Use and Transportation Modeling: Lessons from UrbanSim Experience........................................................................................................24 Paul Waddell The Path to a Staged Implementation of Integrated Models...................................................................25 Becky Knudson ACTIVITY-B ASED MODELS................................................................................................................27 Modeling Short-T erm Dynamics in A ctivity- Travel Patterns: From Aurora to Feathers..........................27 Theo Arentz, Harry Timmermans, Davy Janssens, and Geert W ets Comprehensive Econometric Microsimulator for Daily A ctivity- Travel Patterns: Recent Developments and Sensitivity Testing Results..............................................................................29 Chandra Bhat, Abdul Pinjari, Naveen Eluru, Ipek Sener, Rachel Copperman, Jessica Guo, and Sivaramakrishnan Srinivasan MATSIM/Planomat: A Microsimulation System of Activity Demand.....................................................30 Kay A xhausen Recent Developments with the Prism- Constrained Activity- Travel Simulator and Integration with the Dynamic Event- Based Network Simulator................................................................................31 Ram Pendyala, Ryuichi Kitamura, and Kaira K ikuchi